Quantitative evaluation of sea-ice disaster in Bohai Sea based on GOCI and Sentinel-1
Quantitative evaluation of sea-ice disaster in Bohai Sea based on GOCI and Sentinel-1
2020年24卷第S1期 页码:118-125
收稿:2019-10-21,
录用:2020-04-16,
纸质出版:2020-06-07
DOI:
稿件说明:
移动端阅览
Quantitative evaluation of sea-ice disaster in Bohai Sea based on GOCI and Sentinel-1[J]. 遥感学报, 2020,24(S1):118-125.DOI:
Liu M J,Wang J,Zhong S L,You H,Liang Q,Chen T,Li W B and Yang X H. 2020. Quantitative evaluation of sea-ice disaster in Bohai Sea based on GOCI and Sentinel-1. Journal of Remote Sensing (Chinese). 24(S1): 118-125DOI:
Quantitative evaluation of sea-ice disaster in Bohai Sea based on GOCI and Sentinel-1
The Circum-Bohai-Sea Region is an important economic zone of China. The sea ice
which occurs at each winter
is the major marine hazard of the Bohai Sea. As a result
it is very important to evaluate the damage effects quantitatively in this region
which is seldom studied and analyzed systematically using long-time-series data. In this paper
the sea-ice disaster in the Bohai Sea is evaluated quantitatively based on the Sentinel-1 and GOCI. For different hazard-bearing bodies of the marine transportation and the offshore constructions
different sea-ice-hazard indexes are defined
which can be applied to analyze the sea-ice disaster quantitatively in the Bohai Sea
including the annual and inter-annual variations in the period from 2011 to 2017. The analysis results can provide the reference of the sea-ice monitoring in the Bohai Sea.
关键词
Keywords
references
Grenfell T C , Perovich D K . 1984 . Spectral albedos of sea ice and incident solar irradiance in the southern Beaufort Sea [J ] . Journal of Geophysical Research: Oceans 1978 – 2012 ), 89 (C 3 : 3573 - 3580 .
Gu W , Liu C , Yuan S , Li N , Chao J L , Li L T and Xu Y G . 2013 . Spatial distribution characteristics of sea-ice-hazard risk in Bohai, China . Annals of Glaciology , 54 ( 62 ): 73 - 79 . https://sentinel.esa.int/web/sentinel/missions/sentinel-1 https://sentinel.esa.int/web/sentinel/missions/sentinel-1 , 2016 .
Kim M , Kim J , Wong M S , Yoon J , Lee J , Wu D , Chan P W , Nichol J E , Chung C-Y and Ou M-L . 2014 . Improvement of aerosol optical depth retrieval over Hong Kong from a geostationary meteorological satellite using critical reflectance with background optical depth correction [J ] . Remote Sensing of Environment , 142 : 176 - 187 .
Lang W , Wu Q , Zhang X , Meng J , Wang N and Cao Y J . 2014 . Sea ice drift tracking in the Bohai Sea using geostationary ocean color imagery [J ] . Journal of Applied Remote Sensing , 8 ( 1 ): 083650 .
Liu M , Dai Y , Zhang J , Zhang X and Meng J . 2013 . The research on the object-based method of sea ice classification of high-resolution quad-polarization SAR data . Acta Oceanologica Sinica (in Chinese) , 35 ( 4 ): 80 - 87 .
Liu M , Dai Y , Zhang J , Zhang X and Meng J . 2014 . First-year level sea-ice thickness retrieval in Labrador Sea using C-band polarimetric SAR data . Journal of China University of Petroleum (in Chinese) , 38 ( 3 ): 186 - 192 .
Liu M , Dai Y , Zhang J , Zhang X and Meng J . 2015 . PCA-based sea-ice image fusion of optical data by HIS transform and SAR data by wavelet transform . Acta Oceanologica Sinica , 34 ( 3 ): 59 - 67
Liu M , Dai Y , Zhang J , Zhang X and Meng J . 2015 . PCA-based sea-ice image fusion of optical data by HIS transform and SAR data by wavelet transform . Acta Oceanologica Sinica , 34 ( 3 ): 59 - 67 .
Liu Wensong , Sheng Hui , Zhang Xi . 2016 . Sea ice thickness estimation in the Bohai Sea using geostationary ocean color imager data [J ] . Acta Oceanologica Sinica , 35 ( 7 ): 105 - 112 .
Liu Wensong . 2016 . Research on Sea-ice Parameters Retrieval Based on Active and Passive Remote Sensing Data in the Bohai Sea [D ] . Qingdao : China University of Petroleum Degree Thesis of Engineering Master .
Luo Y , Wu H , Zhang Y , Sun C and Liu Y . 2004 . Application of the HY-1 satellite to sea ice monitoring and forecasting . Acta Oceanologica Sinica , 23 ( 2 ): 251 - 266 .
Ryu J H , Han H J , Cho S , Park Y J and Ahn Y H . 2012 . Overview of geostationary ocean color imager (GOCI) and GOCI data processing system (GDPS) [J ] . Ocean Science Journal , 47 ( 3 ): 223 - 233 .
Shi W , Wang M . 2012a . Sea ice properties in the Bohai Sea measured by MODIS-Aqua: 1. satellite algorithm development [J ] . Journal of Marine Systems , 95 : 32 - 40
Shi W , Wang M . 2012b . Sea ice properties in the Bohai Sea measured by MODIS-Aqua: 2. Study of sea ice seasonal and interannual variability [J ] . Journal of Marine Systems , 95 ( 1 ): 41 - 49 .
Su H , Wang Y , Yang J . 2012 . Monitoring the spatiotemporal evolution of sea ice in the Bohai Sea in the 2009 – 2010 winter combining MODIS and meteorological data. Estuaries and Coasts , 35 : 281 – 291 .
Su H , Wang Y . 2012a . Using MODIS data to estimate sea ice thickness in the Bohai Sea (China) in the 2009 – 2010 winter. Journal of Geophysical Research , 117 : C10018
Su H , Wang Y . 2012b , Estimating sea ice thickness using MODIS data: a case study in the Bohai Sea, China . In: Proceedings of the 2012 Second International Workshop on Earth Observation and Remote Sensing Applications (EORSA) . Shanghai : 111 – 115
Wu L , Wu H , Sun L , Zhang Y , Liu Y and Wei X . 2006 . Retrieval of sea ice in the Bohai Sea from MODIS data . Periodical of Ocean University of China (in Chinese) , 36 ( 2 ): 173 – 179 .
Wu Qing . 2014 . Sea Ice Drift Tracking in the Bohai Sea Based on GOCI [D ] . Hefei : Hefei University of Technology .
Xie F , Gu W , Ha S , Cui W , Chen W , Zhou C , Huang S and Liu Z . 2006 . An experimental study on the spectral characteristics of one year-old sea ice in the Bohai Sea, China . International Journal of Remote Sensing , 27 ( 14 ): 3057 – 3063 .
Xu Z , Yang Y , Sun Z , Li Z , Cao W and Ye H . 2012 . In situ measurement of the solar radiance distribution within sea ice in Liaodong Bay, China . Cold Regions Science and Technology , 71 : 23 – 33 .
Yang G . 2000 . Engineering of Sea Ice (in Chinese) . Beijing : Petroleum Industry Press , 596 .
Yuan S , Gu W , Xu Y , Wang P , Huang S , Le Z and Cong J . 2012 . The estimate of sea ice resources quantity in the Bohai Sea based on NOAA/AVHRR data . Acta Oceanologica Sinica , 31 ( 1 ): 33 – 40 .
Zhang X , Zhang J , Meng , Junmin . 2016 . Techniques for Sea Ice Characteristics Extraction and Sea Ice Monitoring Using Multi-Sensor Satellite Data in the Bohai Sea, Dragon 3 Programme Final Report (2012-2016 [C ] // Dragon 3 Final Results and Dragon 4 Kick-Off . Dragon 3 Final Results and Dragon 4 Kick-Off , 2016.
Zhang Y , Zhang M , Ji Y . 2016 . Sea Ice Detection with Sentinel-1A Dual Polarization SAR Data [C ] // Dragon 3 Final Results and Dragon 4 Kick-Off . Dragon 3 Final Results and Dragon 4 Kick-Off , 2016.